Triple

T13382287
Position Surface form Disambiguated ID Type / Status
Subject Kings Beach E319345 entity
Predicate isPartOf P10 FINISHED
Object Caloundra beaches
Caloundra beaches are a collection of popular coastal beaches on Queensland’s Sunshine Coast, known for their family-friendly swimming spots, surf breaks, and scenic seaside promenades.
E357550 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Caloundra beaches | Statement: [Kings Beach, isPartOf, Caloundra beaches]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Caloundra beaches
Context triple: [Kings Beach, isPartOf, Caloundra beaches]
  • A. Sunshine Coast beaches
    Sunshine Coast beaches are a renowned stretch of sandy coastline in Queensland, Australia, famous for their surf breaks, family-friendly swimming spots, and relaxed coastal towns.
  • B. Maroochydore Beach
    Maroochydore Beach is a popular surf and swimming beach on Queensland’s Sunshine Coast, known for its patrolled waters, coastal scenery, and proximity to shops and cafes.
  • C. Oxley Beach
    Oxley Beach is a popular sandy beach in Port Macquarie, New South Wales, known for its scenic coastal views, swimming, and family-friendly atmosphere.
  • D. Mooloolaba Beach
    Mooloolaba Beach is a popular patrolled surf beach on Queensland’s Sunshine Coast, known for its safe swimming conditions, beachfront esplanade, and vibrant dining and tourism scene.
  • E. Noosa Main Beach
    Noosa Main Beach is a popular, family-friendly surf beach on Queensland’s Sunshine Coast, known for its gentle waves, golden sand, and proximity to Noosa’s bustling Hastings Street.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Caloundra beaches
Triple: [Kings Beach, isPartOf, Caloundra beaches]
Generated description
Caloundra beaches are a collection of popular coastal beaches on Queensland’s Sunshine Coast, known for their family-friendly swimming spots, surf breaks, and scenic seaside promenades.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Caloundra beaches
Target entity description: Caloundra beaches are a collection of popular coastal beaches on Queensland’s Sunshine Coast, known for their family-friendly swimming spots, surf breaks, and scenic seaside promenades.
  • A. Sunshine Coast beaches chosen
    Sunshine Coast beaches are a renowned stretch of sandy coastline in Queensland, Australia, famous for their surf breaks, family-friendly swimming spots, and relaxed coastal towns.
  • B. Maroochydore Beach
    Maroochydore Beach is a popular surf and swimming beach on Queensland’s Sunshine Coast, known for its patrolled waters, coastal scenery, and proximity to shops and cafes.
  • C. Oxley Beach
    Oxley Beach is a popular sandy beach in Port Macquarie, New South Wales, known for its scenic coastal views, swimming, and family-friendly atmosphere.
  • D. Mooloolaba Beach
    Mooloolaba Beach is a popular patrolled surf beach on Queensland’s Sunshine Coast, known for its safe swimming conditions, beachfront esplanade, and vibrant dining and tourism scene.
  • E. Noosa Main Beach
    Noosa Main Beach is a popular, family-friendly surf beach on Queensland’s Sunshine Coast, known for its gentle waves, golden sand, and proximity to Noosa’s bustling Hastings Street.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce694788190881d1feac5b75720 completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7268b09808190b4ffd1db72e1f1f1 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7277a73248190aa59a997d719cab8 completed May 3, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_69f7281e150081909a92201ceb30b8d6 completed May 3, 2026, 10:49 a.m.
Created at: April 9, 2026, 9:33 p.m.